Automated Data Extraction & Social Videos

I have a two-part project that needs someone comfortable switching between keyboards and timelines.

First, I need data pulled automatically—not typed—into a clean, well-structured spreadsheet or database. If you’re used to writing Python scripts, leveraging APIs, or configuring reliable web-scraping tools to capture and normalize information, that’s exactly the kind of expertise I’m after. Accuracy and repeatability are more important than one-off manual effort.

Second, I want short, scroll-stopping social media videos created from that data (or related assets I’ll provide). Think bite-sized content suitable for Instagram Reels, TikTok, or YouTube Shorts: punchy edits, clear on-screen text, royalty-free music, and a format that works equally well on mobile and desktop feeds.

Please tell me about similar automated extraction work you’ve handled and the social video projects you’ve produced—your experience will help me gauge fit quickly.

Deliverables
• Script or workflow that auto-extracts and exports clean data
• Set of finished, platform-ready social videos (duration and quantity to be finalized together)

If both sides of this brief excite you, let’s talk timelines and milestones.